{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_qzhz93mkqepm","handle":"llm-mcp","url":"https://wellknown.network/agents/llm-mcp","links":{"self":"https://wellknown.network/agents/llm-mcp/record.json","html":"https://wellknown.network/agents/llm-mcp","markdown":"https://wellknown.network/agents/llm-mcp/record.md","api":"https://wellknown.network/api/v1/agents/llm-mcp","status":"https://wellknown.network/api/v1/agents/llm-mcp/status","claim":"https://wellknown.network/agents/llm-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/llm-mcp/claim.json","badge":"https://wellknown.network/agents/llm-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/llm-mcp/history","tools":"https://wellknown.network/api/v1/agents/llm-mcp/tools"},"ard":{"identifier":"urn:air::server:llm-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"llm-mcp","summary":"llm implementation of MCP for clients and servers.","description":"# llm-mcp\n\n[![Release](https://img.shields.io/github/v/release/imaurer/llm-mcp)](https://img.shields.io/github/v/release/imaurer/llm-mcp)\n[![Build status](https://img.shields.io/github/actions/workflow/status/imaurer/llm-mcp/main.yml?branch=main)](https://github.com/imaurer/llm-mcp/actions/workflows/main.yml?query=branch%3Amain)\n[![codecov](https://codecov.io/gh/imaurer/llm-mcp/branch/main/graph/badge.svg)](https://codecov.io/gh/imaurer/llm-mcp)\n[![MIT License](https://img.shields.io/github/license/imaurer/llm-mcp)](https://img.shields.io/github/license/imaurer/llm-mcp)\n\n[\n`llm`](https://llm.datasette.io/) [plugin](https://llm.datasette.io/en/stable/plugins/directory.html)\nfor creating MCP clients and servers.\n\n## Installation\n\n```bash\npip install llm-mcp\n```\n\n## MCP Servers\n\nThis package provides a bridge between MCP servers and the `llm` package,\nallowing you to use MCP tools with LLM models. The bridge supports both stdio\nand HTTP-based MCP servers and provides a synchronous interface that's safe to\nuse in any context, including Jupyter notebooks, FastAPI applications, and\nmore.\n\n### Command Line Usage\n\n(todo)\n\n### Programmatic Usage\n\nFor programmatic usage, you can wrap MCP tools as `llm.Tool` objects:\n\n```python\nimport os\n\nfrom llm import get_model\nfrom llm_mcp import wrap_stdio, stdio\n\n# convert stdio tool to llm tools\ntools = wrap_stdio(stdio.ServerParameters(\n    command=\"npx\",\n    args=[\"-y\", \"@wonderwhy-er/desktop-commander\"],\n))\n\n# wrap_mcp(command string) equivalent to wrap_stdio(stdio.ServerParameters)\n# from llm_mcp import wrap_mcp\n# tools = wrap_mcp(\"npx -y @wonderwhy-er/desktop-commander\")\n\n# Use the tools with a model\nmodel = get_model(\"gpt-4.1-nano\")\nresponse = model.chain(\n    f\"Display the text found in the secret.txt file in {os.getcwd()}\",\n    tools=tools,\n)\nprint(response.text())\n```\n\n**Output:**\n> The text found in the secret.txt file is: \"Why don't pelicans like to tip\n> waiters?\"\n\n### HTTP Servers\n\nFor HTTP-based MCP servers, use the HTTP …","publisher":null,"homepage":"https://imaurer.github.io/llm-mcp/","repository":"https://github.com/imaurer/llm-mcp","version":"0.0.2","license":null,"protocols":["mcp"],"tags":["python","mcp"],"pricing":null,"endpoints":[{"url":"pypi:llm-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"},{"slug":"productivity.tasks","name":"Tasks & To-do","confidence":0.745,"provenance":"derived"}],"categories":["dev","productivity"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"llm-mcp","registry":"pypi","observedAt":"2026-10-28T09:22:54.696Z","publishedAt":"2025-05-28T10:58:25.964870Z","latestVersion":"0.0.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"llm-mcp","url":"https://pypi.org/project/llm-mcp/","firstSeenAt":"2026-09-09T23:25:51.650Z","fetchedAt":"2026-10-28T09:20:57.144Z","normalizedAt":"2026-10-28T09:20:57.144Z"}]},"firstSeenAt":"2026-09-09T23:25:51.650Z","updatedAt":"2026-10-28T09:22:54.696Z"}